Big Data Analytics for PV Systems Real-time Monitoring

Goal: Big data for health diagnosis and real-time monitoring of PV systems

Foto from www.ife.no

What will I do?

  • Big data analytics and statistics on PV production data
  • Big data analytics of weather data and environment data
  • Identify signatures of weather events, Identify key modules degradation pattern and equipment failure
  • Algorithms design for analyzing PV systems degradation rates
  • Develop visualization program for easy understanding

Learning outcome:

  • Understand state-of-the-art data acquisition and filtering solutions
  • Develop skills with MapReduce programming model
  • Learn information retrieval techniques like indexing, clustering, classification etc.
  • Develop big data programming, analytics, and algorithms design
  • Learn about typical reasons for PV systems degradation and failure

Qualifications:

  • Programming experience
  • Algorithm design experience
  • Some knowledge of material science and/or electronics is a benefit, but not strictly required
Publisert 5. okt. 2015 12:32 - Sist endret 5. okt. 2015 12:36